BR112021018149A2 - Facial recognition spoofing detection with mobile devices - Google Patents

Facial recognition spoofing detection with mobile devices

Info

Publication number
BR112021018149A2
BR112021018149A2 BR112021018149A BR112021018149A BR112021018149A2 BR 112021018149 A2 BR112021018149 A2 BR 112021018149A2 BR 112021018149 A BR112021018149 A BR 112021018149A BR 112021018149 A BR112021018149 A BR 112021018149A BR 112021018149 A2 BR112021018149 A2 BR 112021018149A2
Authority
BR
Brazil
Prior art keywords
mobile devices
facial recognition
spoofing detection
predictive model
data representation
Prior art date
Application number
BR112021018149A
Other languages
Portuguese (pt)
Other versions
BR112021018149B1 (en
Inventor
Adam Perold
Dushyant Goyal
Fengjun Lv
Yang Wang
Original Assignee
Element Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Element Inc filed Critical Element Inc
Publication of BR112021018149A2 publication Critical patent/BR112021018149A2/en
Publication of BR112021018149B1 publication Critical patent/BR112021018149B1/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
    • G06V10/235—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition based on user input or interaction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161—Detection; Localisation; Normalisation
    • G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172—Classification, e.g. identification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/40—Spoof detection, e.g. liveness detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/40—Spoof detection, e.g. liveness detection
    • G06V40/45—Detection of the body part being alive
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
    • H04L63/0861—Network architectures or network communication protocols for network security for authentication of entities using biometrical features, e.g. fingerprint, retina-scan
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1441—Countermeasures against malicious traffic
    • H04L63/1483—Countermeasures against malicious traffic service impersonation, e.g. phishing, pharming or web spoofing

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • Human Computer Interaction (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computer Hardware Design (AREA)
  • Signal Processing (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Biomedical Technology (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Collating Specific Patterns (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)

Abstract

detecção de falsificação de reconhecimento facial com dispositivos móveis. são descritos métodos, sistemas e meios para detectar falsificação de reconhecimento de identidade biométrica e/ou validar uma correspondência de reconhecimento de identidade usando a câmera de um dispositivo móvel, processar a imagem facial ou conjunto de imagens do usuário a uma primeira e segunda distâncias para gerar primeira e segunda representações de dados, processar a primeira representação de dados em um modelo preditivo, e comparar a representação de dados com o modelo preditivo.Facial recognition spoofing detection with mobile devices. Methods, systems and means are described for detecting counterfeiting of biometric identity recognition and/or validating an identity recognition match using the camera of a mobile device, processing the user's facial image or set of images at a first and second distance to generate first and second data representations, process the first data representation into a predictive model, and compare the data representation with the predictive model.

BR112021018149-0A 2019-03-12 2020-03-11 COMPUTER-IMPLEMENTED METHOD FOR DETECTING BIOMETRIC IDENTITY RECOGNITION FORGERY USING THE CAMERA OF A MOBILE DEVICE, COMPUTER-IMPLEMENTED SYSTEM, AND NON-TRAINER COMPUTER-READABLE STORAGE MEDIUM BR112021018149B1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201962817554P 2019-03-12 2019-03-12
US62/817,554 2019-03-12
PCT/US2020/022168 WO2020185948A1 (en) 2019-03-12 2020-03-11 Detecting spoofing of facial recognition with mobile devices

Publications (2)

Publication Number Publication Date
BR112021018149A2 true BR112021018149A2 (en) 2022-01-18
BR112021018149B1 BR112021018149B1 (en) 2023-12-26

Family

ID=72424323

Family Applications (1)

Application Number Title Priority Date Filing Date
BR112021018149-0A BR112021018149B1 (en) 2019-03-12 2020-03-11 COMPUTER-IMPLEMENTED METHOD FOR DETECTING BIOMETRIC IDENTITY RECOGNITION FORGERY USING THE CAMERA OF A MOBILE DEVICE, COMPUTER-IMPLEMENTED SYSTEM, AND NON-TRAINER COMPUTER-READABLE STORAGE MEDIUM

Country Status (11)

Country Link
US (1) US11343277B2 (en)
EP (1) EP3938953A4 (en)
JP (1) JP7464619B2 (en)
KR (1) KR20220004628A (en)
CN (1) CN113826110B (en)
AU (1) AU2020237108B2 (en)
BR (1) BR112021018149B1 (en)
CA (1) CA3133229C (en)
SG (1) SG11202109983RA (en)
TW (1) TWI781383B (en)
WO (1) WO2020185948A1 (en)

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